CLAUDE.md

@@ -321,6 +321,7 @@ Example commands:
 - `@codebot triage` - Full issue triage with labeling
 - `@codebot explain` - Explain the issue
 - `@codebot suggest` - Suggest solutions
+- `@codebot setup-labels` - Automatic label setup (built-in, not in config)
 
 ### Changing the Bot Name
 
@@ -338,10 +339,78 @@ Example commands:
 
 ## Repository Labels
 
+### Automatic Label Setup (Recommended)
+
+Use the `@codebot setup-labels` command to automatically configure labels. This command:
+
+**For repositories with existing labels:**
+- Detects naming patterns: `Kind/Bug`, `Priority - High`, `type: bug`
+- Maps existing labels to OpenRabbit schema using aliases
+- Creates only missing labels following detected pattern
+- Zero duplicate labels
+
+**For fresh repositories:**
+- Creates OpenRabbit's default label set
+- Uses standard naming: `type:`, `priority:`, status labels
+
+**Example with existing `Kind/` and `Priority -` labels:**
+```
+@codebot setup-labels
+
+✅ Found 18 existing labels with pattern: prefix_slash
+
+Proposed Mapping:
+| OpenRabbit Expected | Your Existing Label | Status |
+|---------------------|---------------------|--------|
+| type: bug          | Kind/Bug            | ✅ Map |
+| type: feature      | Kind/Feature        | ✅ Map |
+| priority: high     | Priority - High     | ✅ Map |
+| ai-reviewed        | (missing)           | ⚠️ Create |
+
+✅ Created Kind/Question
+✅ Created Status - AI Reviewed
+
+Setup Complete! Auto-labeling will use your existing label schema.
+```
+
+### Manual Label Setup
+
 The system expects these labels to exist in repositories for auto-labeling:
 
-- `priority: high`, `priority: medium`, `priority: low`
-- `type: bug`, `type: feature`, `type: question`, `type: documentation`
+- `priority: critical`, `priority: high`, `priority: medium`, `priority: low`
+- `type: bug`, `type: feature`, `type: question`, `type: documentation`, `type: security`, `type: testing`
 - `ai-approved`, `ai-changes-required`, `ai-reviewed`
 
 Labels are mapped in `config.yml` under the `labels` section.
+
+### Label Configuration Format
+
+Labels support two formats for backwards compatibility:
+
+**New format (with colors and aliases):**
+```yaml
+labels:
+  type:
+    bug:
+      name: "type: bug"
+      color: "d73a4a"  # Red
+      description: "Something isn't working"
+      aliases: ["Kind/Bug", "bug", "Type: Bug"]  # For auto-detection
+```
+
+**Old format (strings only):**
+```yaml
+labels:
+  type:
+    bug: "type: bug"  # Still works, uses default blue color
+```
+
+### Label Pattern Detection
+
+The `setup-labels` command detects these patterns (configured in `label_patterns`):
+
+1. **prefix_slash**: `Kind/Bug`, `Type/Feature`, `Category/X`
+2. **prefix_dash**: `Priority - High`, `Status - Blocked`
+3. **colon**: `type: bug`, `priority: high`
+
+When creating missing labels, the bot follows the detected pattern to maintain consistency.

README.md

@@ -82,12 +82,27 @@ jobs:
 
 See `.gitea/workflows/` for all workflow examples.
 
-### 3. Create Labels
+### 3. Create Labels (Automatic Setup)
+
+**Option A: Automatic Setup (Recommended)**
+
+Create an issue and comment:
+```
+@codebot setup-labels
+```
+
+The bot will automatically:
+- Detect your existing label schema (e.g., `Kind/Bug`, `Priority - High`)
+- Map existing labels to OpenRabbit's auto-labeling system
+- Create only the missing labels you need
+- Follow your repository's naming convention
+
+**Option B: Manual Setup**
 
 Create these labels in your repository for auto-labeling:
-- `priority: high`, `priority: medium`, `priority: low`
-- `type: bug`, `type: feature`, `type: question`
-- `ai-approved`, `ai-changes-required`
+- `priority: critical`, `priority: high`, `priority: medium`, `priority: low`
+- `type: bug`, `type: feature`, `type: question`, `type: documentation`
+- `ai-approved`, `ai-changes-required`, `ai-reviewed`
 
 ---
 
@@ -158,12 +173,50 @@ In any issue comment:
 
 | Command | Description |
 |---------|-------------|
+| `@codebot setup-labels` | **Setup:** Automatically create/map repository labels for auto-labeling |
 | `@codebot triage` | Full issue triage with auto-labeling and analysis |
 | `@codebot summarize` | Summarize the issue in 2-3 sentences |
 | `@codebot explain` | Explain what the issue is about |
 | `@codebot suggest` | Suggest solutions or next steps |
 | `@codebot` (any question) | Chat with AI using codebase/web search tools |
 
+### Label Setup Command
+
+The `@codebot setup-labels` command intelligently detects your existing label schema and sets up auto-labeling:
+
+**For repositories with existing labels (e.g., `Kind/Bug`, `Priority - High`):**
+- Detects your naming pattern (prefix/slash, prefix-dash, or colon-style)
+- Maps your existing labels to OpenRabbit's schema
+- Creates only missing labels following your pattern
+- Zero duplicate labels created
+
+**For fresh repositories:**
+- Creates OpenRabbit's default label set
+- Uses `type:`, `priority:`, and status labels
+
+**Example output:**
+```
+@codebot setup-labels
+
+✅ Found 18 existing labels with pattern: prefix_slash
+
+Detected Categories:
+- Kind (7 labels): Bug, Feature, Documentation, Security, Testing
+- Priority (4 labels): Critical, High, Medium, Low
+
+Proposed Mapping:
+| OpenRabbit Expected | Your Existing Label | Status |
+|---------------------|---------------------|--------|
+| type: bug          | Kind/Bug            | ✅ Map |
+| priority: high     | Priority - High     | ✅ Map |
+| ai-reviewed        | (missing)           | ⚠️ Create |
+
+✅ Created Kind/Question (#cc317c)
+✅ Created Status - AI Reviewed (#1d76db)
+
+Setup Complete! Auto-labeling will use your existing label schema.
+```
+
 ---
 
 ## Interactive Chat

tests/test_ai_review.py

@@ -20,7 +20,11 @@ class TestPromptFormatting:
         """Get the full path to a prompt file."""
         return os.path.join(
             os.path.dirname(__file__),
-            "..", "tools", "ai-review", "prompts", f"{name}.md"
+            "..",
+            "tools",
+            "ai-review",
+            "prompts",
+            f"{name}.md",
         )
 
     def load_prompt(self, name: str) -> str:
@@ -38,7 +42,7 @@ class TestPromptFormatting:
             title="Test Issue Title",
             body="This is the issue body content",
             author="testuser",
-            existing_labels="bug, urgent"
+            existing_labels="bug, urgent",
         )
 
         assert "Test Issue Title" in formatted
@@ -58,7 +62,7 @@ class TestPromptFormatting:
             priority="high",
             title="Bug Report",
             body="Description of the bug",
-            triage_analysis="This is a high priority bug"
+            triage_analysis="This is a high priority bug",
         )
 
         assert "bug" in formatted
@@ -87,7 +91,13 @@ class TestPromptFormatting:
                 if prompt_name == "issue_triage":
                     prompt.format(title="t", body="b", author="a", existing_labels="l")
                 elif prompt_name == "issue_response":
-                    prompt.format(issue_type="t", priority="p", title="t", body="b", triage_analysis="a")
+                    prompt.format(
+                        issue_type="t",
+                        priority="p",
+                        title="t",
+                        body="b",
+                        triage_analysis="a",
+                    )
             except KeyError as e:
                 pytest.fail(f"Prompt {prompt_name} has unescaped curly braces: {e}")
 
@@ -97,10 +107,10 @@ class TestImports:
 
     def test_import_agents(self):
         """Test importing agent classes."""
-        from agents.base_agent import BaseAgent, AgentContext, AgentResult
+        from agents.base_agent import AgentContext, AgentResult, BaseAgent
+        from agents.codebase_agent import CodebaseAgent
         from agents.issue_agent import IssueAgent
         from agents.pr_agent import PRAgent
-        from agents.codebase_agent import CodebaseAgent
 
         assert BaseAgent is not None
         assert IssueAgent is not None
@@ -144,9 +154,9 @@ class TestSecurityScanner:
         from security.security_scanner import SecurityScanner
 
         scanner = SecurityScanner()
-        code = '''
+        code = """
 API_KEY = "sk-1234567890abcdef"
-'''
+"""
         findings = list(scanner.scan_content(code, "test.py"))
         assert len(findings) >= 1
         assert any(f.severity == "HIGH" for f in findings)
@@ -156,9 +166,9 @@ API_KEY = "sk-1234567890abcdef"
         from security.security_scanner import SecurityScanner
 
         scanner = SecurityScanner()
-        code = '''
+        code = """
 result = eval(user_input)
-'''
+"""
         findings = list(scanner.scan_content(code, "test.py"))
         assert len(findings) >= 1
         assert any("eval" in f.rule_name.lower() for f in findings)
@@ -168,11 +178,11 @@ result = eval(user_input)
         from security.security_scanner import SecurityScanner
 
         scanner = SecurityScanner()
-        code = '''
+        code = """
 def hello():
     print("Hello, world!")
     return 42
-'''
+"""
         findings = list(scanner.scan_content(code, "test.py"))
         # Should have no HIGH severity issues for clean code
         high_findings = [f for f in findings if f.severity == "HIGH"]
@@ -191,7 +201,7 @@ class TestAgentContext:
             repo="testrepo",
             event_type="issues",
             event_data={"action": "opened"},
-            config={}
+            config={},
         )
 
         assert context.owner == "testowner"
@@ -206,7 +216,7 @@ class TestAgentContext:
             success=True,
             message="Test passed",
             data={"key": "value"},
-            actions_taken=["action1", "action2"]
+            actions_taken=["action1", "action2"],
         )
 
         assert result.success is True
@@ -253,5 +263,252 @@ class TestMetrics:
         assert summary["requests"]["success"] == 1
 
 
+class TestLabelSetup:
+    """Test label setup and schema detection."""
+
+    def test_detect_prefix_slash_schema(self):
+        """Test detection of Kind/Bug style labels."""
+        from agents.issue_agent import IssueAgent
+
+        # Create mock agent with config
+        agent = IssueAgent(
+            gitea_client=None,
+            llm_client=None,
+            config={
+                "label_patterns": {
+                    "prefix_slash": r"^(Kind|Type|Category)/(.+)$",
+                    "prefix_dash": r"^(Priority|Status|Reviewed) - (.+)$",
+                    "colon": r"^(type|priority|status): (.+)$",
+                }
+            },
+        )
+
+        labels = [
+            {"name": "Kind/Bug", "color": "d73a4a"},
+            {"name": "Kind/Feature", "color": "1d76db"},
+            {"name": "Kind/Documentation", "color": "0075ca"},
+            {"name": "Priority - High", "color": "d73a4a"},
+            {"name": "Priority - Low", "color": "28a745"},
+        ]
+
+        schema = agent._detect_label_schema(labels)
+
+        assert schema is not None
+        assert schema["pattern"] == "prefix_slash"
+        assert "type" in schema["categories"]
+        assert "priority" in schema["categories"]
+        assert len(schema["categories"]["type"]) == 3
+
+    def test_detect_prefix_dash_schema(self):
+        """Test detection of Priority - High style labels."""
+        from agents.issue_agent import IssueAgent
+
+        agent = IssueAgent(
+            gitea_client=None,
+            llm_client=None,
+            config={
+                "label_patterns": {
+                    "prefix_slash": r"^(Kind|Type|Category)/(.+)$",
+                    "prefix_dash": r"^(Priority|Status|Reviewed) - (.+)$",
+                    "colon": r"^(type|priority|status): (.+)$",
+                }
+            },
+        )
+
+        labels = [
+            {"name": "Priority - Critical", "color": "b60205"},
+            {"name": "Priority - High", "color": "d73a4a"},
+            {"name": "Status - Blocked", "color": "fef2c0"},
+        ]
+
+        schema = agent._detect_label_schema(labels)
+
+        assert schema is not None
+        assert schema["pattern"] == "prefix_dash"
+        assert "priority" in schema["categories"]
+        assert "status" in schema["categories"]
+
+    def test_detect_colon_schema(self):
+        """Test detection of type: bug style labels."""
+        from agents.issue_agent import IssueAgent
+
+        agent = IssueAgent(
+            gitea_client=None,
+            llm_client=None,
+            config={
+                "label_patterns": {
+                    "prefix_slash": r"^(Kind|Type|Category)/(.+)$",
+                    "prefix_dash": r"^(Priority|Status|Reviewed) - (.+)$",
+                    "colon": r"^(type|priority|status): (.+)$",
+                }
+            },
+        )
+
+        labels = [
+            {"name": "type: bug", "color": "d73a4a"},
+            {"name": "type: feature", "color": "1d76db"},
+            {"name": "priority: high", "color": "d73a4a"},
+        ]
+
+        schema = agent._detect_label_schema(labels)
+
+        assert schema is not None
+        assert schema["pattern"] == "colon"
+        assert "type" in schema["categories"]
+        assert "priority" in schema["categories"]
+
+    def test_build_label_mapping(self):
+        """Test building label mapping from existing labels."""
+        from agents.issue_agent import IssueAgent
+
+        agent = IssueAgent(
+            gitea_client=None,
+            llm_client=None,
+            config={
+                "labels": {
+                    "type": {
+                        "bug": {"name": "type: bug", "aliases": ["Kind/Bug", "bug"]},
+                        "feature": {
+                            "name": "type: feature",
+                            "aliases": ["Kind/Feature", "feature"],
+                        },
+                    },
+                    "priority": {
+                        "high": {
+                            "name": "priority: high",
+                            "aliases": ["Priority - High", "P1"],
+                        }
+                    },
+                    "status": {},
+                }
+            },
+        )
+
+        existing_labels = [
+            {"name": "Kind/Bug", "color": "d73a4a"},
+            {"name": "Kind/Feature", "color": "1d76db"},
+            {"name": "Priority - High", "color": "d73a4a"},
+        ]
+
+        schema = {
+            "pattern": "prefix_slash",
+            "categories": {
+                "type": ["Kind/Bug", "Kind/Feature"],
+                "priority": ["Priority - High"],
+            },
+        }
+
+        mapping = agent._build_label_mapping(existing_labels, schema)
+
+        assert "type" in mapping
+        assert "bug" in mapping["type"]
+        assert mapping["type"]["bug"] == "Kind/Bug"
+        assert "feature" in mapping["type"]
+        assert mapping["type"]["feature"] == "Kind/Feature"
+        assert "priority" in mapping
+        assert "high" in mapping["priority"]
+        assert mapping["priority"]["high"] == "Priority - High"
+
+    def test_suggest_label_name_prefix_slash(self):
+        """Test label name suggestion for prefix_slash pattern."""
+        from agents.issue_agent import IssueAgent
+
+        agent = IssueAgent(
+            gitea_client=None,
+            llm_client=None,
+            config={
+                "labels": {
+                    "type": {"bug": {"name": "type: bug", "color": "d73a4a"}},
+                    "priority": {},
+                    "status": {
+                        "ai_approved": {"name": "ai-approved", "color": "28a745"}
+                    },
+                }
+            },
+        )
+
+        # Test type category
+        suggested = agent._suggest_label_name("type", "bug", "prefix_slash")
+        assert suggested == "Kind/Bug"
+
+        # Test status category
+        suggested = agent._suggest_label_name("status", "ai_approved", "prefix_slash")
+        assert suggested == "Status/Ai Approved"
+
+    def test_suggest_label_name_prefix_dash(self):
+        """Test label name suggestion for prefix_dash pattern."""
+        from agents.issue_agent import IssueAgent
+
+        agent = IssueAgent(
+            gitea_client=None,
+            llm_client=None,
+            config={
+                "labels": {
+                    "type": {},
+                    "priority": {"high": {"name": "priority: high", "color": "d73a4a"}},
+                    "status": {},
+                }
+            },
+        )
+
+        suggested = agent._suggest_label_name("priority", "high", "prefix_dash")
+        assert suggested == "Priority - High"
+
+    def test_get_label_config_backwards_compatibility(self):
+        """Test that old string format still works."""
+        from agents.issue_agent import IssueAgent
+
+        # Old config format (strings)
+        agent = IssueAgent(
+            gitea_client=None,
+            llm_client=None,
+            config={
+                "labels": {
+                    "type": {
+                        "bug": "type: bug"  # Old format
+                    },
+                    "priority": {},
+                    "status": {},
+                }
+            },
+        )
+
+        config = agent._get_label_config("type", "bug")
+
+        assert config["name"] == "type: bug"
+        assert config["color"] == "1d76db"  # Default color
+        assert config["aliases"] == []
+
+    def test_get_label_config_new_format(self):
+        """Test that new dict format works."""
+        from agents.issue_agent import IssueAgent
+
+        agent = IssueAgent(
+            gitea_client=None,
+            llm_client=None,
+            config={
+                "labels": {
+                    "type": {
+                        "bug": {
+                            "name": "type: bug",
+                            "color": "d73a4a",
+                            "description": "Something isn't working",
+                            "aliases": ["Kind/Bug", "bug"],
+                        }
+                    },
+                    "priority": {},
+                    "status": {},
+                }
+            },
+        )
+
+        config = agent._get_label_config("type", "bug")
+
+        assert config["name"] == "type: bug"
+        assert config["color"] == "d73a4a"
+        assert config["description"] == "Something isn't working"
+        assert "Kind/Bug" in config["aliases"]
+
+
 if __name__ == "__main__":
     pytest.main([__file__, "-v"])

tools/ai-review/agents/issue_agent.py

@@ -5,6 +5,7 @@ Handles issue.opened, issue.labeled, and issue_comment events.
 """
 
 import logging
+import re
 from dataclasses import dataclass
 
 from agents.base_agent import AgentContext, AgentResult, BaseAgent
@@ -224,6 +225,52 @@ class IssueAgent(BaseAgent):
                 reasoning="Automatic triage failed, needs human review",
             )
 
+    def _get_label_name(self, label_config: str | dict) -> str:
+        """Get label name from config (supports both old string and new dict format).
+
+        Args:
+            label_config: Either a string (old format) or dict with 'name' key (new format)
+
+        Returns:
+            Label name as string
+        """
+        if isinstance(label_config, str):
+            return label_config
+        elif isinstance(label_config, dict):
+            return label_config.get("name", "")
+        return ""
+
+    def _get_label_config(self, category: str, key: str) -> dict:
+        """Get full label configuration from config.
+
+        Args:
+            category: Label category (type, priority, status)
+            key: Label key within category (bug, high, etc.)
+
+        Returns:
+            Dict with name, color, description, aliases
+        """
+        labels_config = self.config.get("labels", {})
+        category_config = labels_config.get(category, {})
+        label_config = category_config.get(key, {})
+
+        # Handle old string format
+        if isinstance(label_config, str):
+            return {
+                "name": label_config,
+                "color": "1d76db",  # Default blue
+                "description": "",
+                "aliases": [],
+            }
+
+        # Handle new dict format
+        return {
+            "name": label_config.get("name", ""),
+            "color": label_config.get("color", "1d76db"),
+            "description": label_config.get("description", ""),
+            "aliases": label_config.get("aliases", []),
+        }
+
     def _apply_labels(
         self,
         owner: str,
@@ -232,8 +279,6 @@ class IssueAgent(BaseAgent):
         triage: TriageResult,
     ) -> list[str]:
         """Apply labels based on triage result."""
-        labels_config = self.config.get("labels", {})
-
         # Get all repo labels
         try:
             repo_labels = self.gitea.get_repo_labels(owner, repo)
@@ -244,23 +289,23 @@ class IssueAgent(BaseAgent):
 
         labels_to_add = []
 
-        # Map priority
-        priority_labels = labels_config.get("priority", {})
-        priority_label = priority_labels.get(triage.priority)
-        if priority_label and priority_label in label_map:
-            labels_to_add.append(label_map[priority_label])
+        # Map priority using new helper
+        priority_config = self._get_label_config("priority", triage.priority)
+        priority_label_name = priority_config["name"]
+        if priority_label_name and priority_label_name in label_map:
+            labels_to_add.append(label_map[priority_label_name])
 
-        # Map type
-        type_labels = labels_config.get("type", {})
-        type_label = type_labels.get(triage.issue_type)
-        if type_label and type_label in label_map:
-            labels_to_add.append(label_map[type_label])
+        # Map type using new helper
+        type_config = self._get_label_config("type", triage.issue_type)
+        type_label_name = type_config["name"]
+        if type_label_name and type_label_name in label_map:
+            labels_to_add.append(label_map[type_label_name])
 
-        # Add AI reviewed label
-        status_labels = labels_config.get("status", {})
-        reviewed_label = status_labels.get("ai_reviewed")
-        if reviewed_label and reviewed_label in label_map:
-            labels_to_add.append(label_map[reviewed_label])
+        # Add AI reviewed label using new helper
+        reviewed_config = self._get_label_config("status", "ai_reviewed")
+        reviewed_label_name = reviewed_config["name"]
+        if reviewed_label_name and reviewed_label_name in label_map:
+            labels_to_add.append(label_map[reviewed_label_name])
 
         if labels_to_add:
             try:
@@ -317,9 +362,13 @@ class IssueAgent(BaseAgent):
             "mention_prefix", "@ai-bot"
         )
         commands = self.config.get("interaction", {}).get(
-            "commands", ["explain", "suggest", "security", "summarize"]
+            "commands", ["explain", "suggest", "security", "summarize", "triage"]
         )
 
+        # Also check for setup-labels command (not in config since it's a setup command)
+        if f"{mention_prefix} setup-labels" in body.lower():
+            return "setup-labels"
+
         for command in commands:
             if f"{mention_prefix} {command}" in body.lower():
                 return command
@@ -339,6 +388,8 @@ class IssueAgent(BaseAgent):
             return self._command_suggest(title, body)
         elif command == "triage":
             return self._command_triage(context, issue)
+        elif command == "setup-labels":
+            return self._command_setup_labels(context, issue)
 
         return f"{self.AI_DISCLAIMER}\n\nSorry, I don't understand the command `{command}`."
 
@@ -423,3 +474,313 @@ Be practical and concise."""
             return response
         except Exception as e:
             return f"{self.AI_DISCLAIMER}\n\nSorry, I was unable to triage this issue. Error: {e}"
+
+    def _command_setup_labels(self, context: AgentContext, issue: dict) -> str:
+        """Setup repository labels for auto-labeling."""
+        owner = context.owner
+        repo = context.repo
+
+        try:
+            # Get existing labels
+            existing_labels = self.gitea.get_repo_labels(owner, repo)
+            existing_names = {
+                label["name"].lower(): label["name"] for label in existing_labels
+            }
+
+            # Detect schema
+            schema = self._detect_label_schema(existing_labels)
+
+            # Determine mode
+            if schema and len(existing_labels) >= 5:
+                # Repository has existing labels, use mapping mode
+                return self._setup_labels_map_mode(
+                    owner, repo, existing_labels, schema, existing_names
+                )
+            else:
+                # Fresh repository or few labels, use create mode
+                return self._setup_labels_create_mode(owner, repo, existing_names)
+
+        except Exception as e:
+            self.logger.error(f"Label setup failed: {e}")
+            return f"{self.AI_DISCLAIMER}\n\n**Label Setup Failed**\n\nError: {e}\n\nPlease ensure the bot has write access to this repository."
+
+    def _detect_label_schema(self, labels: list[dict]) -> dict | None:
+        """Detect the naming pattern used in existing labels.
+
+        Returns:
+            {
+                "pattern": "prefix_slash" | "prefix_dash" | "colon",
+                "categories": {
+                    "type": ["Kind/Bug", "Kind/Feature", ...],
+                    "priority": ["Priority - High", ...],
+                }
+            }
+        """
+        patterns_config = self.config.get("label_patterns", {})
+        patterns = {
+            "prefix_slash": re.compile(
+                patterns_config.get("prefix_slash", r"^(Kind|Type|Category)/(.+)$")
+            ),
+            "prefix_dash": re.compile(
+                patterns_config.get(
+                    "prefix_dash", r"^(Priority|Status|Reviewed) - (.+)$"
+                )
+            ),
+            "colon": re.compile(
+                patterns_config.get("colon", r"^(type|priority|status): (.+)$")
+            ),
+        }
+
+        categorized = {}
+        detected_pattern = None
+
+        for label in labels:
+            name = label["name"]
+
+            for pattern_name, regex in patterns.items():
+                match = regex.match(name)
+                if match:
+                    category = match.group(1).lower()
+                    # Normalize category names
+                    if category == "kind":
+                        category = "type"
+                    elif category == "reviewed":
+                        category = "status"
+
+                    if category not in categorized:
+                        categorized[category] = []
+
+                    categorized[category].append(name)
+                    detected_pattern = pattern_name
+                    break
+
+        if not categorized:
+            return None
+
+        return {"pattern": detected_pattern, "categories": categorized}
+
+    def _build_label_mapping(self, existing_labels: list[dict], schema: dict) -> dict:
+        """Build mapping from OpenRabbit schema to existing labels.
+
+        Returns:
+            {
+                "type": {
+                    "bug": "Kind/Bug",
+                    "feature": "Kind/Feature",
+                },
+                "priority": {
+                    "high": "Priority - High",
+                }
+            }
+        """
+        mapping = {}
+        label_names_lower = {
+            label["name"].lower(): label["name"] for label in existing_labels
+        }
+
+        # Get all configured labels with their aliases
+        labels_config = self.config.get("labels", {})
+
+        for category in ["type", "priority", "status"]:
+            category_config = labels_config.get(category, {})
+            mapping[category] = {}
+
+            for key, label_def in category_config.items():
+                config = self._get_label_config(category, key)
+                aliases = config.get("aliases", [])
+
+                # Try to find a match using aliases
+                for alias in aliases:
+                    if alias.lower() in label_names_lower:
+                        mapping[category][key] = label_names_lower[alias.lower()]
+                        break
+
+        return mapping
+
+    def _setup_labels_map_mode(
+        self,
+        owner: str,
+        repo: str,
+        existing_labels: list[dict],
+        schema: dict,
+        existing_names: dict,
+    ) -> str:
+        """Map existing labels to OpenRabbit schema."""
+
+        # Build mapping
+        mapping = self._build_label_mapping(existing_labels, schema)
+
+        # Get required labels
+        required_labels = self._get_required_labels()
+
+        # Find missing labels
+        missing = []
+        for category, items in required_labels.items():
+            for key in items:
+                if key not in mapping.get(category, {}):
+                    missing.append((category, key))
+
+        # Format report
+        lines = [f"{self.AI_DISCLAIMER}\n"]
+        lines.append("## Label Schema Detected\n")
+        lines.append(
+            f"Found {len(existing_labels)} existing labels with pattern: `{schema['pattern']}`\n"
+        )
+
+        lines.append("**Detected Categories:**")
+        for category, labels in schema["categories"].items():
+            lines.append(f"- **{category.title()}** ({len(labels)} labels)")
+        lines.append("")
+
+        lines.append("**Proposed Mapping:**\n")
+        lines.append("| OpenRabbit Expected | Your Existing Label | Status |")
+        lines.append("|---------------------|---------------------|--------|")
+
+        for category, items in required_labels.items():
+            for key in items:
+                openrabbit_config = self._get_label_config(category, key)
+                openrabbit_name = openrabbit_config["name"]
+
+                if key in mapping.get(category, {}):
+                    existing_name = mapping[category][key]
+                    lines.append(
+                        f"| `{openrabbit_name}` | `{existing_name}` | ✅ Map |"
+                    )
+                else:
+                    lines.append(f"| `{openrabbit_name}` | *(missing)* | ⚠️ Create |")
+
+        lines.append("")
+
+        # Create missing labels
+        if missing:
+            lines.append(f"**Creating Missing Labels ({len(missing)}):**\n")
+            created_count = 0
+
+            for category, key in missing:
+                config = self._get_label_config(category, key)
+                suggested_name = self._suggest_label_name(
+                    category, key, schema["pattern"]
+                )
+
+                # Check if label already exists (case-insensitive)
+                if suggested_name.lower() not in existing_names:
+                    try:
+                        self.gitea.create_label(
+                            owner,
+                            repo,
+                            suggested_name,
+                            config["color"],
+                            config["description"],
+                        )
+                        lines.append(
+                            f"✅ Created `{suggested_name}` (#{config['color']})"
+                        )
+                        created_count += 1
+                    except Exception as e:
+                        lines.append(f"❌ Failed to create `{suggested_name}`: {e}")
+                else:
+                    lines.append(f"⚠️ `{suggested_name}` already exists")
+
+            lines.append("")
+            if created_count > 0:
+                lines.append(f"**✅ Created {created_count} new labels!**")
+        else:
+            lines.append("**✅ All Required Labels Present!**")
+
+        lines.append("\n**Setup Complete!**")
+        lines.append("Auto-labeling will use your existing label schema.")
+
+        return "\n".join(lines)
+
+    def _setup_labels_create_mode(
+        self, owner: str, repo: str, existing_names: dict
+    ) -> str:
+        """Create OpenRabbit default labels."""
+
+        lines = [f"{self.AI_DISCLAIMER}\n"]
+        lines.append("## Creating OpenRabbit Labels\n")
+
+        # Get all required labels
+        required_labels = self._get_required_labels()
+
+        created = []
+        skipped = []
+        failed = []
+
+        for category, items in required_labels.items():
+            for key in items:
+                config = self._get_label_config(category, key)
+                label_name = config["name"]
+
+                # Check if already exists (case-insensitive)
+                if label_name.lower() in existing_names:
+                    skipped.append(label_name)
+                    continue
+
+                try:
+                    self.gitea.create_label(
+                        owner, repo, label_name, config["color"], config["description"]
+                    )
+                    created.append((label_name, config["color"]))
+                except Exception as e:
+                    failed.append((label_name, str(e)))
+
+        if created:
+            lines.append(f"**✅ Created {len(created)} Labels:**\n")
+            for name, color in created:
+                lines.append(f"- `{name}` (#{color})")
+            lines.append("")
+
+        if skipped:
+            lines.append(f"**⚠️ Skipped {len(skipped)} Existing Labels:**\n")
+            for name in skipped:
+                lines.append(f"- `{name}`")
+            lines.append("")
+
+        if failed:
+            lines.append(f"**❌ Failed to Create {len(failed)} Labels:**\n")
+            for name, error in failed:
+                lines.append(f"- `{name}`: {error}")
+            lines.append("")
+
+        lines.append("**✅ Setup Complete!**")
+        lines.append("Auto-labeling is now configured.")
+
+        return "\n".join(lines)
+
+    def _get_required_labels(self) -> dict:
+        """Get all required label categories and keys.
+
+        Returns:
+            {
+                "type": ["bug", "feature", "question", "docs"],
+                "priority": ["high", "medium", "low"],
+                "status": ["ai_approved", "ai_changes_required", "ai_reviewed"]
+            }
+        """
+        labels_config = self.config.get("labels", {})
+        required = {}
+
+        for category in ["type", "priority", "status"]:
+            category_config = labels_config.get(category, {})
+            required[category] = list(category_config.keys())
+
+        return required
+
+    def _suggest_label_name(self, category: str, key: str, pattern: str) -> str:
+        """Suggest a label name based on detected pattern."""
+
+        # Get the configured name first
+        config = self._get_label_config(category, key)
+        base_name = config["name"]
+
+        if pattern == "prefix_slash":
+            prefix = "Kind" if category == "type" else category.title()
+            value = key.replace("_", " ").title()
+            return f"{prefix}/{value}"
+        elif pattern == "prefix_dash":
+            prefix = "Kind" if category == "type" else category.title()
+            value = key.replace("_", " ").title()
+            return f"{prefix} - {value}"
+        else:  # colon or unknown
+            return base_name

tools/ai-review/agents/pr_agent.py

@@ -40,6 +40,37 @@ class PRAgent(BaseAgent):
     # Marker specific to PR reviews
     PR_AI_MARKER = "<!-- AI_PR_REVIEW -->"
 
+    def _get_label_config(self, category: str, key: str) -> dict:
+        """Get full label configuration from config.
+
+        Args:
+            category: Label category (type, priority, status)
+            key: Label key within category (bug, high, ai_approved, etc.)
+
+        Returns:
+            Dict with name, color, description, aliases
+        """
+        labels_config = self.config.get("labels", {})
+        category_config = labels_config.get(category, {})
+        label_config = category_config.get(key, {})
+
+        # Handle old string format
+        if isinstance(label_config, str):
+            return {
+                "name": label_config,
+                "color": "1d76db",  # Default blue
+                "description": "",
+                "aliases": [],
+            }
+
+        # Handle new dict format
+        return {
+            "name": label_config.get("name", ""),
+            "color": label_config.get("color", "1d76db"),
+            "description": label_config.get("description", ""),
+            "aliases": label_config.get("aliases", []),
+        }
+
     def can_handle(self, event_type: str, event_data: dict) -> bool:
         """Check if this agent handles the given event."""
         # Check if agent is enabled
@@ -185,7 +216,7 @@ class PRAgent(BaseAgent):
             },
             {
                 "name": "Hardcoded IP",
-                "pattern": r'\b(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\b',
+                "pattern": r"\b(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\b",
                 "severity": "LOW",
                 "category": "Security",
                 "description": "Hardcoded IP address detected",
@@ -193,7 +224,7 @@ class PRAgent(BaseAgent):
             },
             {
                 "name": "Eval Usage",
-                "pattern": r'\beval\s*\(',
+                "pattern": r"\beval\s*\(",
                 "severity": "HIGH",
                 "category": "Security",
                 "description": "Use of eval() detected - potential code injection risk",
@@ -201,7 +232,7 @@ class PRAgent(BaseAgent):
             },
             {
                 "name": "Shell Injection",
-                "pattern": r'(?i)(?:subprocess\.call|os\.system|shell\s*=\s*True)',
+                "pattern": r"(?i)(?:subprocess\.call|os\.system|shell\s*=\s*True)",
                 "severity": "MEDIUM",
                 "category": "Security",
                 "description": "Potential shell command execution - verify input is sanitized",
@@ -373,7 +404,9 @@ class PRAgent(BaseAgent):
             lines.append("### Security Issues")
             lines.append("")
             for issue in review.security_issues[:5]:
-                lines.append(f"- **[{issue.severity}]** `{issue.file}:{issue.line}` - {issue.description}")
+                lines.append(
+                    f"- **[{issue.severity}]** `{issue.file}:{issue.line}` - {issue.description}"
+                )
             lines.append("")
 
         # Other issues (limit display)
@@ -382,7 +415,9 @@ class PRAgent(BaseAgent):
             lines.append("### Review Findings")
             lines.append("")
             for issue in other_issues[:10]:
-                loc = f"`{issue.file}:{issue.line}`" if issue.line else f"`{issue.file}`"
+                loc = (
+                    f"`{issue.file}:{issue.line}`" if issue.line else f"`{issue.file}`"
+                )
                 lines.append(f"- **[{issue.severity}]** {loc} - {issue.description}")
             if len(other_issues) > 10:
                 lines.append(f"- ...and {len(other_issues) - 10} more issues")
@@ -406,8 +441,6 @@ class PRAgent(BaseAgent):
         review: PRReviewResult,
     ) -> list[str]:
         """Apply labels based on review result."""
-        labels_config = self.config.get("labels", {}).get("status", {})
-
         try:
             repo_labels = self.gitea.get_repo_labels(owner, repo)
             label_map = {l["name"]: l["id"] for l in repo_labels}
@@ -418,12 +451,15 @@ class PRAgent(BaseAgent):
         labels_to_add = []
 
         # Add approval/changes required label
+        # Use helper to support both old string and new dict format
         if review.approval:
-            label_name = labels_config.get("ai_approved", "ai-approved")
+            label_config = self._get_label_config("status", "ai_approved")
         else:
-            label_name = labels_config.get("ai_changes_required", "ai-changes-required")
+            label_config = self._get_label_config("status", "ai_changes_required")
 
-        if label_name in label_map:
+        label_name = label_config.get("name", "")
+
+        if label_name and label_name in label_map:
             labels_to_add.append(label_map[label_name])
 
         if labels_to_add:

tools/ai-review/clients/gitea_client.py

@@ -293,10 +293,45 @@ class GiteaClient:
             repo: Repository name.
 
         Returns:
-            List of label objects.
+            List of label objects with 'id', 'name', 'color', 'description' fields.
         """
         return self._request("GET", f"/repos/{owner}/{repo}/labels")
 
+    def create_label(
+        self,
+        owner: str,
+        repo: str,
+        name: str,
+        color: str,
+        description: str = "",
+    ) -> dict:
+        """Create a new label in the repository.
+
+        Args:
+            owner: Repository owner.
+            repo: Repository name.
+            name: Label name (e.g., "priority: high").
+            color: Hex color code without # (e.g., "d73a4a").
+            description: Optional label description.
+
+        Returns:
+            Created label object.
+
+        Raises:
+            requests.HTTPError: If label creation fails (e.g., already exists).
+        """
+        payload = {
+            "name": name,
+            "color": color,
+            "description": description,
+        }
+
+        return self._request(
+            "POST",
+            f"/repos/{owner}/{repo}/labels",
+            json=payload,
+        )
+
     # -------------------------------------------------------------------------
     # Pull Request Operations
     # -------------------------------------------------------------------------

tools/ai-review/config.yml

@@ -75,20 +75,149 @@ enterprise:
         max_concurrent: 4
 
 # Label mappings for auto-labeling
+# Each label has:
+#   name: The label name to use/create (string) or full config (dict)
+#   aliases: Alternative names for auto-detection (optional)
+#   color: Hex color code without # (optional, for label creation)
+#   description: Label description (optional, for label creation)
 labels:
     priority:
-        high: "priority: high"
-        medium: "priority: medium"
-        low: "priority: low"
+        critical:
+            name: "priority: critical"
+            color: "b60205" # Dark Red
+            description: "Critical priority - immediate attention required"
+            aliases:
+                ["Priority - Critical", "P0", "critical", "Priority/Critical"]
+        high:
+            name: "priority: high"
+            color: "d73a4a" # Red
+            description: "High priority issue"
+            aliases: ["Priority - High", "P1", "high", "Priority/High"]
+        medium:
+            name: "priority: medium"
+            color: "fbca04" # Yellow
+            description: "Medium priority issue"
+            aliases: ["Priority - Medium", "P2", "medium", "Priority/Medium"]
+        low:
+            name: "priority: low"
+            color: "28a745" # Green
+            description: "Low priority issue"
+            aliases: ["Priority - Low", "P3", "low", "Priority/Low"]
     type:
-        bug: "type: bug"
-        feature: "type: feature"
-        question: "type: question"
-        docs: "type: documentation"
+        bug:
+            name: "type: bug"
+            color: "d73a4a" # Red
+            description: "Something isn't working"
+            aliases: ["Kind/Bug", "bug", "Type: Bug", "Type/Bug", "Kind - Bug"]
+        feature:
+            name: "type: feature"
+            color: "1d76db" # Blue
+            description: "New feature request"
+            aliases:
+                [
+                    "Kind/Feature",
+                    "feature",
+                    "enhancement",
+                    "Kind/Enhancement",
+                    "Type: Feature",
+                    "Type/Feature",
+                    "Kind - Feature",
+                ]
+        question:
+            name: "type: question"
+            color: "cc317c" # Purple
+            description: "Further information is requested"
+            aliases:
+                [
+                    "Kind/Question",
+                    "question",
+                    "Type: Question",
+                    "Type/Question",
+                    "Kind - Question",
+                ]
+        docs:
+            name: "type: documentation"
+            color: "0075ca" # Light Blue
+            description: "Documentation improvements"
+            aliases:
+                [
+                    "Kind/Documentation",
+                    "documentation",
+                    "docs",
+                    "Type: Documentation",
+                    "Type/Documentation",
+                    "Kind - Documentation",
+                ]
+        security:
+            name: "type: security"
+            color: "b60205" # Dark Red
+            description: "Security vulnerability or concern"
+            aliases:
+                [
+                    "Kind/Security",
+                    "security",
+                    "Type: Security",
+                    "Type/Security",
+                    "Kind - Security",
+                ]
+        testing:
+            name: "type: testing"
+            color: "0e8a16" # Green
+            description: "Related to testing"
+            aliases:
+                [
+                    "Kind/Testing",
+                    "testing",
+                    "tests",
+                    "Type: Testing",
+                    "Type/Testing",
+                    "Kind - Testing",
+                ]
     status:
-        ai_approved: "ai-approved"
-        ai_changes_required: "ai-changes-required"
-        ai_reviewed: "ai-reviewed"
+        ai_approved:
+            name: "ai-approved"
+            color: "28a745" # Green
+            description: "AI review approved this PR"
+            aliases:
+                [
+                    "Status - Approved",
+                    "approved",
+                    "Status/Approved",
+                    "Status - AI Approved",
+                ]
+        ai_changes_required:
+            name: "ai-changes-required"
+            color: "d73a4a" # Red
+            description: "AI review found issues requiring changes"
+            aliases:
+                [
+                    "Status - Changes Required",
+                    "changes-required",
+                    "Status/Changes Required",
+                    "Status - AI Changes Required",
+                ]
+        ai_reviewed:
+            name: "ai-reviewed"
+            color: "1d76db" # Blue
+            description: "This issue/PR has been reviewed by AI"
+            aliases:
+                [
+                    "Reviewed - Confirmed",
+                    "reviewed",
+                    "Status/Reviewed",
+                    "Reviewed/Confirmed",
+                    "Status - Reviewed",
+                ]
+
+# Label schema detection patterns
+# Used by setup-labels command to detect existing naming conventions
+label_patterns:
+    # Detect prefix-based naming (e.g., Kind/Bug, Type/Feature)
+    prefix_slash: "^(Kind|Type|Category)/(.+)$"
+    # Detect dash-separated naming (e.g., Priority - High, Status - Blocked)
+    prefix_dash: "^(Priority|Status|Reviewed) - (.+)$"
+    # Detect colon-separated naming (e.g., type: bug, priority: high)
+    colon: "^(type|priority|status): (.+)$"
 
 # Security scanning rules
 security: